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Intel Arc

2 posts tagged #intel-arc

a close up of a computer chip with the intel core logo on it Technology

Intel Arc B‑Series Local LLM Benchmark: Harness and Quants

A reproducible Intel Arc B‑series local LLM benchmark harness (TTFT, tok/s, VRAM, power), plus a Linux/Windows compatibility matrix and Arc-friendly GGUF quants that won’t OOM at 8K context.

September 27, 2026 7 min read
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Intel Arc B580 vs RTX 4060 for AI Workloads in 2026: Which Budget GPU Actually Wins? AI and Machine Learning

Intel Arc B580 vs RTX 4060 for AI: VRAM, Bandwidth, CUDA

The RTX 4060 wins for production AI pipelines thanks to CUDA's mature ecosystem, but the Intel Arc B580 wins on raw memory bandwidth and value per dollar for local LLM inference. Your choice comes down to software stack, not just specs.

May 10, 2026 13 min read
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Keep exploring

Close to this topic, not on this page.

  • RTX 4090 vs RTX 5090 for LLMs: VRAM, Speed and Value The RTX 5090 wins for bleeding-edge AI training and large model inference, but the RTX 4090 remains the smarter buy for most local AI… 12 min read
  • RTX 4060 Ti vs RTX 4070 for Local LLM Inference I'd pick the RTX 4060 Ti if you're running sub-13B models solo on a tight budget, and the RTX 4070 if VRAM headroom and generation speed… 12 min read
  • GGUF vs GPTQ vs EXL2: LLM Quantization Formats Compared A head-to-head comparison of GGUF, GPTQ, and EXL2 quantization formats with real quality, speed, and VRAM trade-offs — updated for the… 11 min read

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KG

Building intelligent systems. Still chasing those sour icecreams.

Made with coffee and curiosity in Toronto. 2026.